278 search results - page 3 / 56 » A Generative Model for Image Segmentation Based on Label Fus... |
MICCAI
2010
Springer
13 years 4 months ago
2010
Springer
Abstract. In order to evaluate the quality of segmentations of an image and assess intra- and inter-expert variability in segmentation performance, an Expectation Maximization (EM)...
CVPR
2012
IEEE
11 years 8 months ago
2012
IEEE
Multi-atlas segmentation has been widely applied in medical image analysis. With deformable registration, this technique realizes label transfer from pre-labeled atlases to unknow...
ISBI
2004
IEEE
2004
IEEE
Performance-Based Multi-Classifier Decision Fusion for Atlas-Based Segmentation of Biomedical Images
14 years 6 months ago
Combinations of multiple classifiers have been found to be consistently more accurate than a single classifier. The construction of multiple independent classifiers, however, is t...
ECCV
2010
Springer
13 years 11 months ago
2010
Springer
Abstract. We address the problem of having insufficient labels in an interactive image segmentation framework, for which most current methods would fail without further user inter...
ICPR
2010
IEEE
13 years 7 months ago
2010
IEEE
In this paper, the results of a semi-supervised approach based on the Expectation-Maximisation algorithm for model-based clustering are presented. We show in this work that, if th...